Run
507893

Run 507893

Task 3614 (Supervised Classification) analcatdata_wildcat Uploaded 27-01-2016 by Rafael Gomes Mantovani
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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
0.6777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2515
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1071
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.604
UserCPU time millis testing
0.224
UserCPU time millis training
1.38