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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163724  45.458%  (95.953% of non-spam corpus)
# Correctly spam:     106224  29.493%  (56.045% of spam corpus)
# False positives:      6905  1.917%  (4.047% of nonspam, 241401 weighted)
# False negatives:     83309  23.131%  (43.955% of spam, 235131 weighted)
# Average score for spam:  13.7    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              360162  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20566  95.70%
# Correctly spam:      12997  54.63%
# False positives:       923  4.30%
# False negatives:     10792  45.37%
# TCR(l=50): 0.417776  SpamRecall: 54.634%  SpamPrec: 93.369%

##### 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: 164827  96.60%
# Correctly spam:      69391  36.61%
# False positives:      5802  3.40%
# False negatives:    120142  63.39%
# TCR(l=50): 0.462003  SpamRecall: 36.612%  SpamPrec: 92.284%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20722  96.43%
# Correctly spam:       8680  36.49%
# False positives:       767  3.57%
# False negatives:     15109  63.51%
# TCR(l=50): 0.444995  SpamRecall: 36.487%  SpamPrec: 91.881%