Run
522898

Run 522898

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6654.1244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1886
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
0.7215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5663
Cross-validation details (10-fold Crossvalidation)
Recall
0.7172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.927
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
209.4
UserCPU time millis testing
2.028
UserCPU time millis training
207.372