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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127589  42.266%  (98.899% of non-spam corpus)
# Correctly spam:     141152  46.759%  (81.656% of spam corpus)
# False positives:      1421  0.471%  (1.101% of nonspam, 157494 weighted)
# False negatives:     31710  10.504%  (18.344% of spam,  68193 weighted)
# Average score for spam:  11.3    nonspam: 0.2
# Average for false-pos:   8.3  false-neg: 2.2
# TOTAL:              301872  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16018  98.85%
# Correctly spam:      17739  81.60%
# False positives:       187  1.15%
# False negatives:      4000  18.40%
# TCR(l=50): 1.628390  SpamRecall: 81.600%  SpamPrec: 98.957%

##### 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: 127708  98.99%
# Correctly spam:      96595  55.88%
# False positives:      1302  1.01%
# False negatives:     76267  44.12%
# TCR(l=50): 1.222789  SpamRecall: 55.880%  SpamPrec: 98.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16048  99.03%
# Correctly spam:      12146  55.87%
# False positives:       157  0.97%
# False negatives:      9593  44.13%
# TCR(l=50): 1.246288  SpamRecall: 55.872%  SpamPrec: 98.724%