Run
343106

Run 343106

Task 2354 (Supervised Classification) meta_ensembles.arff Uploaded 27-03-2015 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(8)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.Bagging_REPTree(8)_P100
weka.Bagging_REPTree(8)_S1
weka.Bagging_REPTree(8)_num-slots1
weka.Bagging_REPTree(8)_I10
weka.Bagging_REPTree(8)_Wweka.classifiers.trees.REPTree

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.7021
Per class
Cross-validation details (33% Holdout set)
F measure
0.4099
Per class
Cross-validation details (33% Holdout set)
Kappa
-0.0518
Cross-validation details (33% Holdout set)
KB relative information score
1.9752
Cross-validation details (33% Holdout set)
Mean absolute error
0.2784
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2983
Cross-validation details (33% Holdout set)
Number of instances
24
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3297
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5417
Cross-validation details (33% Holdout set)
Prior entropy
1.5899
Cross-validation details (33% Holdout set)
Recall
0.5417
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9332
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3886
Cross-validation details (33% Holdout set)
Root mean squared error
0.3825
Cross-validation details (33% Holdout set)
Root relative squared error
0.9844
Cross-validation details (33% Holdout set)
SciMark benchmark
1327.3335
UserCPU time millis
20
UserCPU time millis training
20