Run
521166

Run 521166

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.6607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
522.6539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0134
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
0.3144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.3281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
185.559
UserCPU time millis testing
0.37
UserCPU time millis training
185.189