Run
569689

Run 569689

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 30-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.AttributeSelectedClassifier_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(1)_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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6617.5309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2874
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1175.2861
UserCPU time millis
9670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8280
Cross-validation details (10-fold Crossvalidation)