DEVELOPMENT... OpenML
Run
32608

Run 32608

Task 4559 (Supervised Classification) car Uploaded 13-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
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
0.9938
Per class
Build CPU time
0.2982
Build memory
826349458.8537
F measure
0.9651
Per class
Kappa
0.9178
KB relative information score
14763.5312
Mean absolute error
0.0648
Mean prior absolute error
0.4199
Number of instances
17280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9665
Per class
Predictive accuracy
0.9648
Prior entropy
0.8813
Recall
0.9648
Per class
Relative absolute error
0.1542
Root mean prior squared error
0.4582
Root mean squared error
0.1641
Root relative squared error
0.3582
SciMark benchmark
947.6393