Run
19057

Run 19057

Task 21 (Supervised Classification) car Uploaded 12-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I10
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1583.3994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.11
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.1229[565.94439658822851009.9344946043965483.6674820550281913.39368876640651752.6742701479243]