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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175279  37.931%  (99.526% of non-spam corpus)
# Correctly spam:     235935  51.057%  (82.499% of spam corpus)
# False positives:       834  0.180%  (0.474% of nonspam,  83077 weighted)
# False negatives:     50052  10.831%  (17.501% of spam, 109446 weighted)
# Average score for spam:  13.5    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              462100  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22025  99.47%
# Correctly spam:      29624  82.85%
# False positives:       117  0.53%
# False negatives:      6134  17.15%
# TCR(l=50): 2.983812  SpamRecall: 82.846%  SpamPrec: 99.607%

##### 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: 175666  99.75%
# Correctly spam:     158002  55.25%
# False positives:       447  0.25%
# False negatives:    127985  44.75%
# TCR(l=50): 1.902331  SpamRecall: 55.248%  SpamPrec: 99.718%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22083  99.73%
# Correctly spam:      19757  55.25%
# False positives:        59  0.27%
# False negatives:     16001  44.75%
# TCR(l=50): 1.886866  SpamRecall: 55.252%  SpamPrec: 99.702%