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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145301  33.088%  (96.446% of non-spam corpus)
# Correctly spam:     116738  26.584%  (40.467% of spam corpus)
# False positives:      5354  1.219%  (3.554% of nonspam, 320746 weighted)
# False negatives:    171742  39.109%  (59.533% of spam, 165878 weighted)
# Average score for spam:  4.4    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 1.0
# TOTAL:              439135  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18261  96.46%
# Correctly spam:      14608  40.51%
# False positives:       670  3.54%
# False negatives:     21453  59.49%
# TCR(l=50): 0.656215  SpamRecall: 40.509%  SpamPrec: 95.615%

##### 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: 145894  96.84%
# Correctly spam:      27092  9.39%
# False positives:      4761  3.16%
# False negatives:    261388  90.61%
# TCR(l=50): 0.577609  SpamRecall: 9.391%  SpamPrec: 85.053%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18338  96.87%
# Correctly spam:       3452  9.57%
# False positives:       593  3.13%
# False negatives:     32609  90.43%
# TCR(l=50): 0.579209  SpamRecall: 9.573%  SpamPrec: 85.340%