Run
512425

Run 512425

Task 9894 (Supervised Classification) heart-h 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
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.5205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0669
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.892
UserCPU time millis testing
0.122
UserCPU time millis training
3.77