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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124772  12.597%  (99.727% of non-spam corpus)
# Correctly spam:     861483  86.972%  (99.546% of spam corpus)
# False positives:       341  0.034%  (0.273% of nonspam, 146033 weighted)
# False negatives:      3933  0.397%  (0.454% of spam,  13883 weighted)
# Average score for spam:  23.3    nonspam: -1.2
# Average for false-pos:   6.2  false-neg: 3.5
# TOTAL:              990529  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15657  99.77%
# Correctly spam:     107497  99.53%
# False positives:        36  0.23%
# False negatives:       507  0.47%
# TCR(l=50): 46.815778  SpamRecall: 99.531%  SpamPrec: 99.967%

##### 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: 124639  99.62%
# Correctly spam:     833652  96.33%
# False positives:       474  0.38%
# False negatives:     31764  3.67%
# TCR(l=50): 15.603202  SpamRecall: 96.330%  SpamPrec: 99.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15648  99.71%
# Correctly spam:     104203  96.48%
# False positives:        45  0.29%
# False negatives:      3801  3.52%
# TCR(l=50): 17.848951  SpamRecall: 96.481%  SpamPrec: 99.957%