DEVELOPMENT... OpenML
Run
29828

Run 29828

Task 4321 (Supervised Classification) pm10 Uploaded 13-10-2014 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
0.6397
Per class
Build CPU time
0.2518
Build memory
552130790.24
F measure
0.6058
Per class
Kappa
0.2135
KB relative information score
459.7601
Mean absolute error
0.4618
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
0.6084
Per class
Predictive accuracy
0.6076
Prior entropy
0.9998
Recall
0.6076
Per class
Relative absolute error
0.9238
Root mean prior squared error
0.4999
Root mean squared error
0.4863
Root relative squared error
0.9728
SciMark benchmark
943.2598