Run
12494

Run 12494

Task 35 (Supervised Classification) dermatology 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)_C0.9
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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.2338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
876.5554[560.1286858078278856.0439209012192483.0147548568529904.25666223356681579.3329730165274]