Run
510612

Run 510612

Task 3727 (Supervised Classification) fri_c4_250_10 Uploaded 27-01-2016 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
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.5327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.392
UserCPU time millis testing
0.202
UserCPU time millis training
2.19