##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277784  44.958%  (96.722% of non-spam corpus)
# Correctly spam:     230218  37.259%  (69.619% of spam corpus)
# False positives:      9414  1.524%  (3.278% of nonspam, 1072342 weighted)
# False negatives:    100463  16.259%  (30.381% of spam, 292471 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   9.9  false-neg: 2.9
# TOTAL:              617879  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34719  96.67%
# Correctly spam:      28702  69.62%
# False positives:      1195  3.33%
# False negatives:     12522  30.38%
# TCR(l=50): 0.570401  SpamRecall: 69.624%  SpamPrec: 96.003%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 281987  98.19%
# Correctly spam:      67359  20.37%
# False positives:      5211  1.81%
# False negatives:    263322  79.63%
# TCR(l=50): 0.631225  SpamRecall: 20.370%  SpamPrec: 92.819%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35275  98.22%
# Correctly spam:       8323  20.19%
# False positives:       639  1.78%
# False negatives:     32901  79.81%
# TCR(l=50): 0.635673  SpamRecall: 20.190%  SpamPrec: 92.870%
