Run
571738

Run 571738

Task 41 (Supervised Classification) soybean Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(9)Learner classif.gbm from package(s) gbm.
classif.gbm(9)_openml.seed1
classif.gbm(9)_openml.kindMersenne-Twister
classif.gbm(9)_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
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
519.1701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.323
UserCPU time millis testing
0.21
UserCPU time millis training
10.113