Run
514675

Run 514675

Task 9990 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.0824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0465
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1159
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.1159
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3644
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
352.059
UserCPU time millis testing
0.394
UserCPU time millis training
351.665