Run
475335

Run 475335

Task 4423 (Supervised Classification) boston Uploaded 08-10-2015 by R Team Demo
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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
0.8828
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8898
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7719
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3899.4821
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1097
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8903
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8903
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8903
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2262
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3312
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6726
Cross-validation details (10 times 10-fold Crossvalidation)