Run
475332

Run 475332

Task 4304 (Supervised Classification) machine_cpu Uploaded 08-10-2015 by R Team Demo
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForest(34)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(34)_ntree100

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9145
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9405
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8468
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1739.836
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0589
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2090
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9406
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1496
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2426
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5477
Cross-validation details (10 times 10-fold Crossvalidation)