Run
383793

Run 383793

Task 4414 (Supervised Classification) breastTumor Uploaded 03-04-2015 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
0.6119
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.592
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1571
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
189.3073
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4579
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2860
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
0.5907
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5976
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5976
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.94
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4935
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.49
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9929
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
944.5341
UserCPU time millis
90
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10 times 10-fold Crossvalidation)