Run
245129

Run 245129

Task 1915 (Supervised Classification) dermatology Uploaded 03-03-2015 by Joaquin Vanschoren
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Flow

weka.RBFClassifier(3)Weka implementation of RBFClassifier
weka.RBFClassifier(3)_N2
weka.RBFClassifier(3)_R0.01
weka.RBFClassifier(3)_L1.0E-6
weka.RBFClassifier(3)_C2
weka.RBFClassifier(3)_P1
weka.RBFClassifier(3)_E1
weka.RBFClassifier(3)_S1

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
0.9876
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7868
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2058.8817
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1543
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3660
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7877
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5792
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2335
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6401
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.5996
UserCPU time millis
2150
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2150
Cross-validation details (10 times 10-fold Crossvalidation)