Run
512258

Run 512258

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.5318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0645
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.4681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3662
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.056
UserCPU time millis testing
0.244
UserCPU time millis training
22.812