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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 314560  47.555%  (94.101% of non-spam corpus)
# Correctly spam:     249340  37.695%  (76.207% of spam corpus)
# False positives:     19718  2.981%  (5.899% of nonspam, 1681988 weighted)
# False negatives:     77846  11.769%  (23.793% of spam, 196721 weighted)
# Average score for spam:  9.7    nonspam: 0.1
# Average for false-pos:   8.7  false-neg: 2.5
# TOTAL:              661464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39076  93.82%
# Correctly spam:      31116  76.28%
# False positives:      2575  6.18%
# False negatives:      9675  23.72%
# TCR(l=50): 0.294679  SpamRecall: 76.282%  SpamPrec: 92.357%

##### 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: 329016  98.43%
# Correctly spam:      99763  30.49%
# False positives:      5262  1.57%
# False negatives:    227423  69.51%
# TCR(l=50): 0.667015  SpamRecall: 30.491%  SpamPrec: 94.990%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40998  98.43%
# Correctly spam:      12432  30.48%
# False positives:       653  1.57%
# False negatives:     28359  69.52%
# TCR(l=50): 0.668606  SpamRecall: 30.477%  SpamPrec: 95.010%
