Run
255262

Run 255262

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 05-03-2015 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)_I80
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
0.864
Per class
Cross-validation details (33% Holdout set)
F measure
0.7929
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5373
Cross-validation details (33% Holdout set)
KB relative information score
5036.9881
Cross-validation details (33% Holdout set)
Mean absolute error
0.2855
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7927
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7965
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7965
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.63
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.374
Cross-validation details (33% Holdout set)
Root relative squared error
0.7857
Cross-validation details (33% Holdout set)
SciMark benchmark
1270.2428
UserCPU time millis
16540
Cross-validation details (33% Holdout set)
UserCPU time millis testing
2010
Cross-validation details (33% Holdout set)
UserCPU time millis training
14530
Cross-validation details (33% Holdout set)