Run
570111

Run 570111

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 01-05-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K10
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6148.2414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1129.2435
UserCPU time millis
13000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
12880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)