Run
13942

Run 13942

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M20

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.814
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3418.7365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
907.5224[558.51442812634921009.4054313942349483.8854846559526907.38665814554741578.4200211333489]