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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145415  22.039%  (99.381% of non-spam corpus)
# Correctly spam:     359894  54.546%  (70.089% of spam corpus)
# False positives:       905  0.137%  (0.619% of nonspam, 220490 weighted)
# False negatives:    153588  23.278%  (29.911% of spam, 510251 weighted)
# Average score for spam:  8.2    nonspam: -0.6
# Average for false-pos:   6.9  false-neg: 3.3
# TOTAL:              659802  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18246  99.38%
# Correctly spam:      46089  71.84%
# False positives:       113  0.62%
# False negatives:     18065  28.16%
# TCR(l=50): 2.705208  SpamRecall: 71.841%  SpamPrec: 99.755%

##### 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: 145818  99.66%
# Correctly spam:     271847  52.94%
# False positives:       502  0.34%
# False negatives:    241635  47.06%
# TCR(l=50): 1.925064  SpamRecall: 52.942%  SpamPrec: 99.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18283  99.59%
# Correctly spam:      33869  52.79%
# False positives:        76  0.41%
# False negatives:     30285  47.21%
# TCR(l=50): 1.882177  SpamRecall: 52.793%  SpamPrec: 99.776%