Run
521182

Run 521182

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1051.8062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0068
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
0.6604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.6581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0827
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8311
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
57.758
UserCPU time millis testing
0.419
UserCPU time millis training
57.339