Run
544274

Run 544274

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

weka.MultiClassClassifier_LogitBoost_Bagging_REPTree(1)Weka implementation of MultiClassClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.MultiClassClassifier_LogitBoost_Bagging_REPTree(1)_M0
weka.MultiClassClassifier_LogitBoost_Bagging_REPTree(1)_R2.0
weka.MultiClassClassifier_LogitBoost_Bagging_REPTree(1)_S1
weka.MultiClassClassifier_LogitBoost_Bagging_REPTree(1)_Wweka.classifiers.meta.LogitBoost
weka.LogitBoost_Bagging_REPTree(3)_P100
weka.LogitBoost_Bagging_REPTree(3)_L-1.7976931348623157E308
weka.LogitBoost_Bagging_REPTree(3)_H1.0
weka.LogitBoost_Bagging_REPTree(3)_Z3.0
weka.LogitBoost_Bagging_REPTree(3)_O1
weka.LogitBoost_Bagging_REPTree(3)_E1
weka.LogitBoost_Bagging_REPTree(3)_S1
weka.LogitBoost_Bagging_REPTree(3)_I10
weka.LogitBoost_Bagging_REPTree(3)_Wweka.classifiers.meta.Bagging
weka.Bagging_REPTree(21)_P100
weka.Bagging_REPTree(21)_S1
weka.Bagging_REPTree(21)_num-slots1
weka.Bagging_REPTree(21)_I25
weka.Bagging_REPTree(21)_Wweka.classifiers.trees.REPTree

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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13324.6625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0577
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
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1433.743
UserCPU time millis
38875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1671.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
37203.125
Cross-validation details (10-fold Crossvalidation)