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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240362  26.891%  (99.465% of non-spam corpus)
# Correctly spam:     536619  60.035%  (82.279% of spam corpus)
# False positives:      1293  0.145%  (0.535% of nonspam, 104455 weighted)
# False negatives:    115577  12.930%  (17.721% of spam, 208892 weighted)
# Average score for spam:  13.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              893851  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30061  99.40%
# Correctly spam:      66857  82.18%
# False positives:       182  0.60%
# False negatives:     14498  17.82%
# TCR(l=50): 3.447538  SpamRecall: 82.179%  SpamPrec: 99.729%

##### 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: 235340  97.39%
# Correctly spam:     323658  49.63%
# False positives:      6315  2.61%
# False negatives:    328538  50.37%
# TCR(l=50): 1.012274  SpamRecall: 49.626%  SpamPrec: 98.086%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29427  97.30%
# Correctly spam:      40524  49.81%
# False positives:       816  2.70%
# False negatives:     40831  50.19%
# TCR(l=50): 0.996619  SpamRecall: 49.811%  SpamPrec: 98.026%