Run
383757

Run 383757

Task 4312 (Supervised Classification) rmftsa_sleepdata 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
0.7827
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.684
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3705
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2352.7169
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3989
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
10240
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
0.688
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6851
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6851
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7979
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
0.4416
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8832
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
949.7766
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)