Run
521190

Run 521190

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 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.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1033.7669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.6469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8446
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
666.962
UserCPU time millis testing
23.712
UserCPU time millis training
643.25