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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 535036  45.892%  (99.644% of non-spam corpus)
# Correctly spam:     489631  41.997%  (77.853% of spam corpus)
# False positives:      1912  0.164%  (0.356% of nonspam,  65346 weighted)
# False negatives:    139288  11.947%  (22.147% of spam, 332796 weighted)
# Average score for spam:  11.1    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1165867  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66794  99.58%
# Correctly spam:      60929  77.62%
# False positives:       283  0.42%
# False negatives:     17564  22.38%
# TCR(l=50): 2.475027  SpamRecall: 77.623%  SpamPrec: 99.538%

##### 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: 524020  97.59%
# Correctly spam:     286907  45.62%
# False positives:     12928  2.41%
# False negatives:    342012  54.38%
# TCR(l=50): 0.636292  SpamRecall: 45.619%  SpamPrec: 95.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65479  97.62%
# Correctly spam:      35748  45.54%
# False positives:      1598  2.38%
# False negatives:     42745  54.46%
# TCR(l=50): 0.640002  SpamRecall: 45.543%  SpamPrec: 95.721%