DEVELOPMENT... OpenML
Run
31855

Run 31855

Task 3618 (Supervised Classification) puma32H 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
0.9619
Per class
Build CPU time
77.5348
Build memory
741827262.4834
F measure
0.8835
Per class
Kappa
0.7671
KB relative information score
5738.7911
Mean absolute error
0.1572
Mean prior absolute error
0.5
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
0.8837
Per class
Predictive accuracy
0.8835
Prior entropy
1
Recall
0.8835
Per class
Relative absolute error
0.3144
Root mean prior squared error
0.5
Root mean squared error
0.2812
Root relative squared error
0.5624
SciMark benchmark
944.5503