Run
506530

Run 506530

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(3)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(3)_na.actionna.impute
classif.randomForestSRC(3)_seed1
classif.randomForestSRC(3)_kindMersenne-Twister
classif.randomForestSRC(3)_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
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.8245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2703
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0408
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.675
UserCPU time millis testing
1.424
UserCPU time millis training
3.251