Run
522908

Run 522908

Task 3897 (Supervised Classification) eye_movements Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6730.3348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Number of instances
10936
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.919
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1876.406
UserCPU time millis testing
313.493
UserCPU time millis training
1562.913