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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 339453  35.040%  (99.483% of non-spam corpus)
# Correctly spam:     445959  46.034%  (71.064% of spam corpus)
# False positives:      1765  0.182%  (0.517% of nonspam, 195416 weighted)
# False negatives:    181587  18.744%  (28.936% of spam, 376551 weighted)
# Average score for spam:  11.0    nonspam: -0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              968764  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42274  99.43%
# Correctly spam:      55680  71.08%
# False positives:       241  0.57%
# False negatives:     22653  28.92%
# TCR(l=50): 2.257240  SpamRecall: 71.081%  SpamPrec: 99.569%

##### 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: 339415  99.47%
# Correctly spam:     287161  45.76%
# False positives:      1803  0.53%
# False negatives:    340385  54.24%
# TCR(l=50): 1.457596  SpamRecall: 45.759%  SpamPrec: 99.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42252  99.38%
# Correctly spam:      35764  45.66%
# False positives:       263  0.62%
# False negatives:     42569  54.34%
# TCR(l=50): 1.405858  SpamRecall: 45.656%  SpamPrec: 99.270%