Run
241428

Run 241428

Task 4186 (Supervised Classification) isolet Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.VFI(1)G. Demiroz, A. Guvenir: Classification by voting feature intervals. In: 9th European Conference on Machine Learning, 85-92, 1997.
weka.VFI(1)_B0.6

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
0.9422
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7896
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7851
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
10616.6414
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0716
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
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
0.8062
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7933
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7933
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9685
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1911
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9936
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1340.1351
UserCPU time millis
8130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
7220
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
910
Cross-validation details (10 times 10-fold Crossvalidation)