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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150340  38.558%  (97.809% of non-spam corpus)
# Correctly spam:     123840  31.762%  (52.431% of spam corpus)
# False positives:      3367  0.864%  (2.191% of nonspam, 153940 weighted)
# False negatives:    112358  28.817%  (47.569% of spam, 367776 weighted)
# Average score for spam:  6.6    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              389905  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18867  97.58%
# Correctly spam:      15566  52.67%
# False positives:       468  2.42%
# False negatives:     13988  47.33%
# TCR(l=50): 0.790468  SpamRecall: 52.670%  SpamPrec: 97.081%

##### 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: 149873  97.51%
# Correctly spam:      68964  29.20%
# False positives:      3834  2.49%
# False negatives:    167234  70.80%
# TCR(l=50): 0.658054  SpamRecall: 29.198%  SpamPrec: 94.733%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18834  97.41%
# Correctly spam:       8589  29.06%
# False positives:       501  2.59%
# False negatives:     20965  70.94%
# TCR(l=50): 0.642269  SpamRecall: 29.062%  SpamPrec: 94.488%