DEVELOPMENT... OpenML
Run
28316

Run 28316

Task 4321 (Supervised Classification) pm10 Uploaded 09-10-2014 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
0.6326
Per class
Build CPU time
0.1264
Build memory
1599298219.52
F measure
0.5983
Per class
Kappa
0.1977
KB relative information score
460.225
Mean absolute error
0.4611
Mean prior absolute error
0.4999
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5999
Per class
Predictive accuracy
0.5996
Prior entropy
0.9998
Recall
0.5996
Per class
Relative absolute error
0.9225
Root mean prior squared error
0.4999
Root mean squared error
0.4894
Root relative squared error
0.9789
SciMark benchmark
942.3842