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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 731646  55.319%  (99.518% of non-spam corpus)
# Correctly spam:     453073  34.257%  (77.132% of spam corpus)
# False positives:      3540  0.268%  (0.482% of nonspam,  81537 weighted)
# False negatives:    134330  10.157%  (22.868% of spam, 269174 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1322589  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91216  99.51%
# Correctly spam:      56446  77.00%
# False positives:       452  0.49%
# False negatives:     16862  23.00%
# TCR(l=50): 1.857686  SpamRecall: 76.998%  SpamPrec: 99.206%

##### 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: 720972  98.07%
# Correctly spam:     207027  35.24%
# False positives:     14214  1.93%
# False negatives:    380376  64.76%
# TCR(l=50): 0.538370  SpamRecall: 35.244%  SpamPrec: 93.575%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89898  98.07%
# Correctly spam:      25633  34.97%
# False positives:      1770  1.93%
# False negatives:     47675  65.03%
# TCR(l=50): 0.538337  SpamRecall: 34.966%  SpamPrec: 93.541%