Run
510368

Run 510368

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.4756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5575
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.952
UserCPU time millis testing
0.231
UserCPU time millis training
2.721