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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167688  44.752%  (99.485% of non-spam corpus)
# Correctly spam:     143724  38.357%  (69.719% of spam corpus)
# False positives:       868  0.232%  (0.515% of nonspam,  79970 weighted)
# False negatives:     62424  16.660%  (30.281% of spam, 137716 weighted)
# Average score for spam:  10.4    nonspam: -1.2
# Average for false-pos:   7.5  false-neg: 2.2
# TOTAL:              374704  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21136  99.52%
# Correctly spam:      18099  70.11%
# False positives:       102  0.48%
# False negatives:      7716  29.89%
# TCR(l=50): 2.014279  SpamRecall: 70.110%  SpamPrec: 99.440%

##### 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: 167879  99.60%
# Correctly spam:      89808  43.56%
# False positives:       677  0.40%
# False negatives:    116340  56.44%
# TCR(l=50): 1.372581  SpamRecall: 43.565%  SpamPrec: 99.252%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21171  99.68%
# Correctly spam:      11389  44.12%
# False positives:        67  0.32%
# False negatives:     14426  55.88%
# TCR(l=50): 1.452239  SpamRecall: 44.118%  SpamPrec: 99.415%