Run
519624

Run 519624

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 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(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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2262.5144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.884
UserCPU time millis testing
0.133
UserCPU time millis training
16.751