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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 537748  53.558%  (99.633% of non-spam corpus)
# Correctly spam:     346439  34.504%  (74.611% of spam corpus)
# False positives:      1982  0.197%  (0.367% of nonspam,  49922 weighted)
# False negatives:    117885  11.741%  (25.389% of spam, 260293 weighted)
# Average score for spam:  12.2    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1004054  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67156  99.61%
# Correctly spam:      43180  74.56%
# False positives:       262  0.39%
# False negatives:     14735  25.44%
# TCR(l=50): 2.080654  SpamRecall: 74.558%  SpamPrec: 99.397%

##### 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: 528855  97.99%
# Correctly spam:     181941  39.18%
# False positives:     10875  2.01%
# False negatives:    282383  60.82%
# TCR(l=50): 0.562045  SpamRecall: 39.184%  SpamPrec: 94.360%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66021  97.93%
# Correctly spam:      22658  39.12%
# False positives:      1397  2.07%
# False negatives:     35257  60.88%
# TCR(l=50): 0.551010  SpamRecall: 39.123%  SpamPrec: 94.192%