Run
522090

Run 522090

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19929.0486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2614
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
98.319
UserCPU time millis testing
0.937
UserCPU time millis training
97.382