Run
383769

Run 383769

Task 4338 (Supervised Classification) analcatdata_apnea1 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
0.9122
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9364
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7084
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1806.7723
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1334
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4750
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
0.9356
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.593
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2307
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6896
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.6553
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)