Run
517066

Run 517066

Task 53 (Supervised Classification) vehicle Uploaded 29-01-2016 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.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
597.1889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1223
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8079
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
58.949
UserCPU time millis testing
9.044
UserCPU time millis training
49.905