Run
13617

Run 13617

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)_C0.1
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
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.8628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0494
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
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
883.4688[566.3119101318733874.6958456374955483.8854846559526914.03067367712611578.4200211333489]