Run
521123

Run 521123

Task 9956 (Supervised Classification) one-hundred-plants-texture 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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1364.4782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5437
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
157.087
UserCPU time millis testing
1.144
UserCPU time millis training
155.943