Run
571736

Run 571736

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

classif.ctree(9)Learner classif.ctree from package(s) party.
classif.ctree(9)_openml.seed1
classif.ctree(9)_openml.kindMersenne-Twister
classif.ctree(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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
586.2136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0153
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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5637
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.604
UserCPU time millis testing
0.435
UserCPU time millis training
12.169