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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178219  36.124%  (99.302% of non-spam corpus)
# Correctly spam:     284321  57.631%  (90.583% of spam corpus)
# False positives:      1252  0.254%  (0.698% of nonspam, 144704 weighted)
# False negatives:     29557  5.991%  (9.417% of spam,  92337 weighted)
# Average score for spam:  10.1    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 3.1
# TOTAL:              493349  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22353  99.18%
# Correctly spam:      35424  90.47%
# False positives:       185  0.82%
# False negatives:      3731  9.53%
# TCR(l=50): 3.016332  SpamRecall: 90.471%  SpamPrec: 99.480%

##### 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: 178748  99.60%
# Correctly spam:     170711  54.39%
# False positives:       723  0.40%
# False negatives:    143167  45.61%
# TCR(l=50): 1.750408  SpamRecall: 54.388%  SpamPrec: 99.578%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22442  99.57%
# Correctly spam:      21225  54.21%
# False positives:        96  0.43%
# False negatives:     17930  45.79%
# TCR(l=50): 1.722613  SpamRecall: 54.208%  SpamPrec: 99.550%