Run
20328

Run 20328

Task 21 (Supervised Classification) car Uploaded 18-06-2014 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)_I80
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
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1258.8563
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0834
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9502
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.6542[510.161030740483851014.9881711071126483.88543266528814907.38665814554741766.8499488170112]