Run
572656

Run 572656

Task 3481 (Supervised Classification) isolet Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(10)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(10)_openml.seed1
classif.randomForestSRC(10)_openml.kindMersenne-Twister
classif.randomForestSRC(10)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7378.0178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3323
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4947.191
UserCPU time millis testing
192.804
UserCPU time millis training
4754.387