Run
245084

Run 245084

Task 1814 (Supervised Classification) heart-h 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
0.9011
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8261
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6188
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
578.9551
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1135
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1470
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8266
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8286
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8286
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6081
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2196
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7231
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1334.9657
UserCPU time millis
20
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (5 times 2-fold Crossvalidation)