DEVELOPMENT... OpenML
Run
27446

Run 27446

Task 3672 (Supervised Classification) kin8nm 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
0.9205
Per class
Build CPU time
6.3483
Build memory
1108067116.3506
F measure
0.8368
Per class
Kappa
0.6735
KB relative information score
4320.0504
Mean absolute error
0.2516
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8368
Per class
Predictive accuracy
0.8368
Prior entropy
0.9998
Recall
0.8368
Per class
Relative absolute error
0.5033
Root mean prior squared error
0.4999
Root mean squared error
0.3396
Root relative squared error
0.6794
SciMark benchmark
947.4503