DEVELOPMENT... OpenML
Run
26829

Run 26829

Task 4619 (Supervised Classification) ar6 Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.6361
Per class
Build CPU time
0.035
Build memory
69905520.5941
F measure
0.8116
Per class
Kappa
0.1674
KB relative information score
-50.5105
Mean absolute error
0.2286
Mean prior absolute error
0.2577
Number of instances
1010
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8013
Per class
Predictive accuracy
0.8416
Prior entropy
0.623
Recall
0.8416
Per class
Relative absolute error
0.8869
Root mean prior squared error
0.3557
Root mean squared error
0.3508
Root relative squared error
0.9862
SciMark benchmark
942.9187