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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179039  19.486%  (92.970% of non-spam corpus)
# Correctly spam:     592239  64.456%  (81.548% of spam corpus)
# False positives:     13538  1.473%  (7.030% of nonspam, 1364640 weighted)
# False negatives:    134009  14.585%  (18.452% of spam, 306403 weighted)
# Average score for spam:  7.3    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.3
# TOTAL:              918825  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22466  93.05%
# Correctly spam:      74346  82.10%
# False positives:      1677  6.95%
# False negatives:     16205  17.90%
# TCR(l=50): 0.905012  SpamRecall: 82.104%  SpamPrec: 97.794%

##### 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: 190715  99.03%
# Correctly spam:     129227  17.79%
# False positives:      1862  0.97%
# False negatives:    597021  82.21%
# TCR(l=50): 1.052349  SpamRecall: 17.794%  SpamPrec: 98.580%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23949  99.20%
# Correctly spam:      16175  17.86%
# False positives:       194  0.80%
# False negatives:     74376  82.14%
# TCR(l=50): 1.077014  SpamRecall: 17.863%  SpamPrec: 98.815%
