Run
229359

Run 229359

Task 272 (Supervised Classification) haberman Uploaded 02-03-2015 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)_I20
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
0.589
Per class
Cross-validation details (33% Holdout set)
F measure
0.6539
Per class
Cross-validation details (33% Holdout set)
Kappa
0.081
Cross-validation details (33% Holdout set)
KB relative information score
-7.1867
Cross-validation details (33% Holdout set)
Mean absolute error
0.3935
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6406
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.68
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.68
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
1.0026
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4668
Cross-validation details (33% Holdout set)
Root relative squared error
1.0514
Cross-validation details (33% Holdout set)
SciMark benchmark
1327.9952
UserCPU time millis
10
UserCPU time millis training
10