Run
536081

Run 536081

Task 57 (Supervised Classification) ionosphere Uploaded 11-03-2016 by Joaquin Vanschoren
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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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
296.8144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5451
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.417
UserCPU time millis testing
0.071
UserCPU time millis training
3.346