Run
7764

Run 7764

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)_M5

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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
320.1604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0425
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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1128[567.78666173126961015.5230404536866483.44967579697345915.94689394904971762.8578651418343]