Run
521188

Run 521188

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1049.8019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0069
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
0.6579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.6569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8326
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
443.147
UserCPU time millis testing
1.056
UserCPU time millis training
442.091