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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174135  27.485%  (94.615% of non-spam corpus)
# Correctly spam:     320009  50.509%  (71.188% of spam corpus)
# False positives:      9911  1.564%  (5.385% of nonspam, 741269 weighted)
# False negatives:    129518  20.442%  (28.812% of spam, 318140 weighted)
# Average score for spam:  7.9    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              633573  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21853  94.54%
# Correctly spam:      39586  70.63%
# False positives:      1261  5.46%
# False negatives:     16459  29.37%
# TCR(l=50): 0.704889  SpamRecall: 70.633%  SpamPrec: 96.913%

##### 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: 174824  94.99%
# Correctly spam:      83407  18.55%
# False positives:      9222  5.01%
# False negatives:    366120  81.45%
# TCR(l=50): 0.543419  SpamRecall: 18.554%  SpamPrec: 90.044%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21943  94.93%
# Correctly spam:      10178  18.16%
# False positives:      1171  5.07%
# False negatives:     45867  81.84%
# TCR(l=50): 0.536742  SpamRecall: 18.160%  SpamPrec: 89.682%