Run
377356

Run 377356

Task 4291 (Supervised Classification) abalone Uploaded 30-03-2015 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
0.8718
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.782
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5642
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
16852.8771
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3152
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
41770
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7826
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7821
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7821
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6304
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3835
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7671
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1332.7986
UserCPU time millis
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)