Run
513787

Run 513787

Task 9926 (Supervised Classification) volcanoes-a4 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
0.6694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
383.5804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0383
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0153
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.78
UserCPU time millis testing
0.164
UserCPU time millis training
7.616