Run
23978

Run 23978

Task 42 (Supervised Classification) haberman Uploaded 29-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.6589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.7857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.5978[575.08758469751731015.52310425331484.10363182779514912.12245438067161761.152276377127]