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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138158  47.809%  (99.160% of non-spam corpus)
# Correctly spam:     145013  50.181%  (96.899% of spam corpus)
# False positives:      1170  0.405%  (0.840% of nonspam,  84259 weighted)
# False negatives:      4641  1.606%  (3.101% of spam,  11029 weighted)
# Average score for spam:  22.7    nonspam: -1.0
# Average for false-pos:   6.7  false-neg: 2.4
# TOTAL:              288982  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17343  99.34%
# Correctly spam:      18159  96.67%
# False positives:       116  0.66%
# False negatives:       625  3.33%
# TCR(l=50): 2.923580  SpamRecall: 96.673%  SpamPrec: 99.365%

##### 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: 138830  99.64%
# Correctly spam:     139844  93.44%
# False positives:       498  0.36%
# False negatives:      9810  6.56%
# TCR(l=50): 4.311553  SpamRecall: 93.445%  SpamPrec: 99.645%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17398  99.65%
# Correctly spam:      17506  93.20%
# False positives:        61  0.35%
# False negatives:      1278  6.80%
# TCR(l=50): 4.340111  SpamRecall: 93.196%  SpamPrec: 99.653%