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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 507584  48.360%  (99.585% of non-spam corpus)
# Correctly spam:     411957  39.249%  (76.302% of spam corpus)
# False positives:      2115  0.202%  (0.415% of nonspam,  66423 weighted)
# False negatives:    127943  12.190%  (23.698% of spam, 301172 weighted)
# Average score for spam:  11.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1049599  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  63357  99.53%
# Correctly spam:      51513  76.39%
# False positives:       300  0.47%
# False negatives:     15917  23.61%
# TCR(l=50): 2.181001  SpamRecall: 76.395%  SpamPrec: 99.421%

##### 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: 498437  97.79%
# Correctly spam:     229833  42.57%
# False positives:     11262  2.21%
# False negatives:    310067  57.43%
# TCR(l=50): 0.618324  SpamRecall: 42.570%  SpamPrec: 95.329%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  62266  97.81%
# Correctly spam:      28865  42.81%
# False positives:      1391  2.19%
# False negatives:     38565  57.19%
# TCR(l=50): 0.623688  SpamRecall: 42.807%  SpamPrec: 95.403%