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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173896  27.348%  (94.605% of non-spam corpus)
# Correctly spam:     314764  49.502%  (69.631% of spam corpus)
# False positives:      9916  1.559%  (5.395% of nonspam, 749377 weighted)
# False negatives:    137281  21.590%  (30.369% of spam, 337166 weighted)
# Average score for spam:  7.6    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              635857  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21804  94.46%
# Correctly spam:      39169  69.49%
# False positives:      1280  5.54%
# False negatives:     17195  30.51%
# TCR(l=50): 0.694181  SpamRecall: 69.493%  SpamPrec: 96.836%

##### 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: 174570  94.97%
# Correctly spam:      79789  17.65%
# False positives:      9242  5.03%
# False negatives:    372256  82.35%
# TCR(l=50): 0.541789  SpamRecall: 17.651%  SpamPrec: 89.619%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21915  94.94%
# Correctly spam:       9959  17.67%
# False positives:      1169  5.06%
# False negatives:     46405  82.33%
# TCR(l=50): 0.537542  SpamRecall: 17.669%  SpamPrec: 89.495%