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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 270522  33.903%  (99.618% of non-spam corpus)
# Correctly spam:     383811  48.101%  (72.917% of spam corpus)
# False positives:      1037  0.130%  (0.382% of nonspam,  64859 weighted)
# False negatives:    142553  17.866%  (27.083% of spam, 305420 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              797923  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33827  99.63%
# Correctly spam:      47966  72.98%
# False positives:       127  0.37%
# False negatives:     17758  27.02%
# TCR(l=50): 2.726232  SpamRecall: 72.981%  SpamPrec: 99.736%

##### 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: 261697  96.37%
# Correctly spam:     249421  47.39%
# False positives:      9862  3.63%
# False negatives:    276943  52.61%
# TCR(l=50): 0.683551  SpamRecall: 47.386%  SpamPrec: 96.196%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32663  96.20%
# Correctly spam:      31311  47.64%
# False positives:      1291  3.80%
# False negatives:     34413  52.36%
# TCR(l=50): 0.664127  SpamRecall: 47.640%  SpamPrec: 96.040%