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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 605659  58.022%  (99.552% of non-spam corpus)
# Correctly spam:     325672  31.199%  (74.788% of spam corpus)
# False positives:      2724  0.261%  (0.448% of nonspam,  57348 weighted)
# False negatives:    109789  10.518%  (25.212% of spam, 221490 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              1043844  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  75714  99.59%
# Correctly spam:      40504  74.60%
# False positives:       311  0.41%
# False negatives:     13789  25.40%
# TCR(l=50): 1.850540  SpamRecall: 74.603%  SpamPrec: 99.238%

##### 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: 597530  98.22%
# Correctly spam:     166983  38.35%
# False positives:     10853  1.78%
# False negatives:    268478  61.65%
# TCR(l=50): 0.536859  SpamRecall: 38.346%  SpamPrec: 93.897%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74708  98.27%
# Correctly spam:      20664  38.06%
# False positives:      1317  1.73%
# False negatives:     33629  61.94%
# TCR(l=50): 0.545773  SpamRecall: 38.060%  SpamPrec: 94.008%