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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166661  51.377%  (99.562% of non-spam corpus)
# Correctly spam:     125174  38.588%  (79.731% of spam corpus)
# False positives:       734  0.226%  (0.438% of nonspam,  40467 weighted)
# False negatives:     31821  9.809%  (20.269% of spam,  73866 weighted)
# Average score for spam:  10.6    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              324390  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20978  99.54%
# Correctly spam:      15682  79.41%
# False positives:        98  0.46%
# False negatives:      4065  20.59%
# TCR(l=50): 2.202677  SpamRecall: 79.415%  SpamPrec: 99.379%

##### 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: 166991  99.76%
# Correctly spam:      81538  51.94%
# False positives:       404  0.24%
# False negatives:     75457  48.06%
# TCR(l=50): 1.641229  SpamRecall: 51.937%  SpamPrec: 99.507%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21009  99.68%
# Correctly spam:      10192  51.61%
# False positives:        67  0.32%
# False negatives:      9555  48.39%
# TCR(l=50): 1.530182  SpamRecall: 51.613%  SpamPrec: 99.347%