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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267475  32.870%  (99.240% of non-spam corpus)
# Correctly spam:     186571  22.928%  (34.284% of spam corpus)
# False positives:      2049  0.252%  (0.760% of nonspam, 126095 weighted)
# False negatives:    357629  43.950%  (65.716% of spam, 760302 weighted)
# Average score for spam:  4.3    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              813724  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33398  99.10%
# Correctly spam:      23367  34.37%
# False positives:       302  0.90%
# False negatives:     44611  65.63%
# TCR(l=50): 1.138450  SpamRecall: 34.374%  SpamPrec: 98.724%

##### 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: 262682  97.46%
# Correctly spam:      81982  15.06%
# False positives:      6842  2.54%
# False negatives:    462218  84.94%
# TCR(l=50): 0.676598  SpamRecall: 15.065%  SpamPrec: 92.297%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32893  97.61%
# Correctly spam:      10147  14.93%
# False positives:       807  2.39%
# False negatives:     57831  85.07%
# TCR(l=50): 0.692374  SpamRecall: 14.927%  SpamPrec: 92.633%