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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126548  37.109%  (96.231% of non-spam corpus)
# Correctly spam:     155792  45.684%  (74.358% of spam corpus)
# False positives:      4956  1.453%  (3.769% of nonspam, 238887 weighted)
# False negatives:     53724  15.754%  (25.642% of spam, 136279 weighted)
# Average score for spam:  12.8    nonspam: 1.4
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              341020  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15896  96.33%
# Correctly spam:      19567  74.65%
# False positives:       605  3.67%
# False negatives:      6644  25.35%
# TCR(l=50): 0.710441  SpamRecall: 74.652%  SpamPrec: 97.001%

##### 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: 126715  96.36%
# Correctly spam:      79359  37.88%
# False positives:      4789  3.64%
# False negatives:    130157  62.12%
# TCR(l=50): 0.566862  SpamRecall: 37.877%  SpamPrec: 94.309%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15927  96.52%
# Correctly spam:      10077  38.45%
# False positives:       574  3.48%
# False negatives:     16134  61.55%
# TCR(l=50): 0.584623  SpamRecall: 38.446%  SpamPrec: 94.611%