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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 328229  45.347%  (99.865% of non-spam corpus)
# Correctly spam:     337291  46.599%  (85.358% of spam corpus)
# False positives:       445  0.061%  (0.135% of nonspam,  36194 weighted)
# False negatives:     57858  7.993%  (14.642% of spam, 104211 weighted)
# Average score for spam:  14.7    nonspam: -2.0
# Average for false-pos:   6.8  false-neg: 1.8
# TOTAL:              723823  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40925  99.86%
# Correctly spam:      42084  85.37%
# False positives:        57  0.14%
# False negatives:      7212  14.63%
# TCR(l=50): 4.899225  SpamRecall: 85.370%  SpamPrec: 99.865%

##### 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: 326992  99.49%
# Correctly spam:     242693  61.42%
# False positives:      1682  0.51%
# False negatives:    152456  38.58%
# TCR(l=50): 1.670425  SpamRecall: 61.418%  SpamPrec: 99.312%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40772  99.49%
# Correctly spam:      30463  61.80%
# False positives:       210  0.51%
# False negatives:     18833  38.20%
# TCR(l=50): 1.680565  SpamRecall: 61.796%  SpamPrec: 99.315%