Run
12770

Run 12770

Task 36 (Supervised Classification) segment Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M2

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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2211.4448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.2855[568.52692162335691015.7906865781697483.449727694041913.07556704216551760.5845701777503]