Run
505671

Run 505671

Task 35 (Supervised Classification) dermatology Uploaded 14-01-2016 by Casey Davis
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_M1
weka.J48(33)_Rtrue
weka.J48(33)_N9
weka.J48(33)_Strue
weka.J48(33)_Q1

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
326.7025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0366
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
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1213.1488
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)