Run
544325

Run 544325

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 31-03-2016 by Hugo Spee
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Flow

weka.Bagging_RandomForest(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I1
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest

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
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9445.5754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2047
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_45, amd64, Windows 8.1, 6.3]
Precision
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5387
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.2864
UserCPU time millis
7062.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
812.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6250
Cross-validation details (10-fold Crossvalidation)