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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 275623  41.282%  (96.755% of non-spam corpus)
# Correctly spam:     272381  40.796%  (71.156% of spam corpus)
# False positives:      9245  1.385%  (3.245% of nonspam, 1222856 weighted)
# False negatives:    110415  16.538%  (28.844% of spam, 355108 weighted)
# Average score for spam:  8.9    nonspam: -0.2
# Average for false-pos:   9.8  false-neg: 3.2
# TOTAL:              667664  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34504  96.84%
# Correctly spam:      33687  70.60%
# False positives:      1126  3.16%
# False negatives:     14026  29.40%
# TCR(l=50): 0.678455  SpamRecall: 70.603%  SpamPrec: 96.766%

##### 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: 279699  98.19%
# Correctly spam:      83254  21.75%
# False positives:      5169  1.81%
# False negatives:    299542  78.25%
# TCR(l=50): 0.686024  SpamRecall: 21.749%  SpamPrec: 94.154%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34997  98.22%
# Correctly spam:      10375  21.74%
# False positives:       633  1.78%
# False negatives:     37338  78.26%
# TCR(l=50): 0.691613  SpamRecall: 21.745%  SpamPrec: 94.250%
