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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142648  24.727%  (99.319% of non-spam corpus)
# Correctly spam:     290225  50.308%  (66.985% of spam corpus)
# False positives:       978  0.170%  (0.681% of nonspam, 208629 weighted)
# False negatives:    143043  24.795%  (33.015% of spam, 489971 weighted)
# Average score for spam:  7.8    nonspam: -0.6
# Average for false-pos:   7.1  false-neg: 3.4
# TOTAL:              576894  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17883  99.27%
# Correctly spam:      39404  72.99%
# False positives:       132  0.73%
# False negatives:     14582  27.01%
# TCR(l=50): 2.548673  SpamRecall: 72.989%  SpamPrec: 99.666%

##### 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: 143084  99.62%
# Correctly spam:     202624  46.77%
# False positives:       542  0.38%
# False negatives:    230644  53.23%
# TCR(l=50): 1.681001  SpamRecall: 46.766%  SpamPrec: 99.733%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17951  99.64%
# Correctly spam:      25345  46.95%
# False positives:        64  0.36%
# False negatives:     28641  53.05%
# TCR(l=50): 1.695487  SpamRecall: 46.947%  SpamPrec: 99.748%