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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167319  54.983%  (99.549% of non-spam corpus)
# Correctly spam:      94849  31.169%  (69.623% of spam corpus)
# False positives:       758  0.249%  (0.451% of nonspam,  40175 weighted)
# False negatives:     41383  13.599%  (30.377% of spam,  83315 weighted)
# Average score for spam:  10.3    nonspam: -0.1
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              304309  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21083  99.57%
# Correctly spam:      11826  69.34%
# False positives:        90  0.43%
# False negatives:      5230  30.66%
# TCR(l=50): 1.752929  SpamRecall: 69.336%  SpamPrec: 99.245%

##### 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: 167749  99.80%
# Correctly spam:      47377  34.78%
# False positives:       328  0.20%
# False negatives:     88855  65.22%
# TCR(l=50): 1.294304  SpamRecall: 34.777%  SpamPrec: 99.312%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21132  99.81%
# Correctly spam:       5926  34.74%
# False positives:        41  0.19%
# False negatives:     11130  65.26%
# TCR(l=50): 1.294082  SpamRecall: 34.744%  SpamPrec: 99.313%