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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132121  36.916%  (98.059% of non-spam corpus)
# Correctly spam:      88205  24.645%  (39.525% of spam corpus)
# False positives:      2615  0.731%  (1.941% of nonspam, 129845 weighted)
# False negatives:    134959  37.709%  (60.475% of spam, 445709 weighted)
# Average score for spam:  6.8    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              357900  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16524  97.87%
# Correctly spam:      10982  39.32%
# False positives:       360  2.13%
# False negatives:     16949  60.68%
# TCR(l=50): 0.799193  SpamRecall: 39.318%  SpamPrec: 96.826%

##### 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: 131486  97.59%
# Correctly spam:      63010  28.23%
# False positives:      3250  2.41%
# False negatives:    160154  71.77%
# TCR(l=50): 0.691651  SpamRecall: 28.235%  SpamPrec: 95.095%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16463  97.51%
# Correctly spam:       7703  27.58%
# False positives:       421  2.49%
# False negatives:     20228  72.42%
# TCR(l=50): 0.676656  SpamRecall: 27.579%  SpamPrec: 94.818%