DEVELOPMENT... OpenML
Run
32801

Run 32801

Task 4306 (Supervised Classification) cpu_small 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)_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
0.9757
Per class
Build CPU time
32.3798
Build memory
455962553.7816
F measure
0.9222
Per class
Kappa
0.8138
KB relative information score
60488.9153
Mean absolute error
0.1127
Mean prior absolute error
0.4219
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9224
Per class
Predictive accuracy
0.923
Prior entropy
0.8842
Recall
0.923
Per class
Relative absolute error
0.2671
Root mean prior squared error
0.4593
Root mean squared error
0.2333
Root relative squared error
0.5079
SciMark benchmark
947.1504