Run
521158

Run 521158

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 06-02-2016 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
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1393.5504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.51
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
328.006
UserCPU time millis testing
25.305
UserCPU time millis training
302.701