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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149092  24.640%  (95.972% of non-spam corpus)
# Correctly spam:     290744  48.050%  (64.647% of spam corpus)
# False positives:      6258  1.034%  (4.028% of nonspam, 565257 weighted)
# False negatives:    158996  26.276%  (35.353% of spam, 346615 weighted)
# Average score for spam:  15.4    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              605090  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18752  95.92%
# Correctly spam:      36508  65.10%
# False positives:       798  4.08%
# False negatives:     19569  34.90%
# TCR(l=50): 0.942962  SpamRecall: 65.103%  SpamPrec: 97.861%

##### 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: 149914  96.50%
# Correctly spam:     188957  42.01%
# False positives:      5436  3.50%
# False negatives:    260783  57.99%
# TCR(l=50): 0.844451  SpamRecall: 42.015%  SpamPrec: 97.204%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18863  96.49%
# Correctly spam:      23581  42.05%
# False positives:       687  3.51%
# False negatives:     32496  57.95%
# TCR(l=50): 0.838898  SpamRecall: 42.051%  SpamPrec: 97.169%