Run
506529

Run 506529

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 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
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.7962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3153
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
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1242
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.769
UserCPU time millis testing
0.037
UserCPU time millis training
0.732