DEVELOPMENT... OpenML
Run
28976

Run 28976

Task 4402 (Supervised Classification) fri_c3_250_25 Uploaded 10-10-2014 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)_I40
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
0.9256
Per class
Build CPU time
0.2072
Build memory
3781912260.24
F measure
0.8473
Per class
Kappa
0.6901
KB relative information score
1371.0308
Mean absolute error
0.2385
Mean prior absolute error
0.4938
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8474
Per class
Predictive accuracy
0.8476
Prior entropy
0.9911
Recall
0.8476
Per class
Relative absolute error
0.483
Root mean prior squared error
0.4969
Root mean squared error
0.3297
Root relative squared error
0.6635
SciMark benchmark
944.0471