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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180414  52.406%  (96.706% of non-spam corpus)
# Correctly spam:      93064  27.033%  (59.013% of spam corpus)
# False positives:      6145  1.785%  (3.294% of nonspam, 156481 weighted)
# False negatives:     64638  18.776%  (40.987% of spam, 143564 weighted)
# Average score for spam:  7.5    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              344261  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22615  96.57%
# Correctly spam:      11796  59.40%
# False positives:       803  3.43%
# False negatives:      8061  40.60%
# TCR(l=50): 0.411877  SpamRecall: 59.405%  SpamPrec: 93.626%

##### 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: 180787  96.91%
# Correctly spam:      34211  21.69%
# False positives:      5772  3.09%
# False negatives:    123491  78.31%
# TCR(l=50): 0.382687  SpamRecall: 21.693%  SpamPrec: 85.564%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22685  96.87%
# Correctly spam:       4235  21.33%
# False positives:       733  3.13%
# False negatives:     15622  78.67%
# TCR(l=50): 0.379878  SpamRecall: 21.327%  SpamPrec: 85.246%