DEVELOPMENT... OpenML
Run
79509

Run 79509

Task 3594 (Supervised Classification) analcatdata_supreme Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9976
Per class
Build CPU time
0.3011
Build memory
1642069417.3603
F measure
0.9936
Per class
Kappa
0.9823
KB relative information score
3940.8973
Mean absolute error
0.0099
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9936
Per class
Predictive accuracy
0.9936
Prior entropy
0.7946
Recall
0.9936
Per class
Relative absolute error
0.027
Root mean prior squared error
0.4269
Root mean squared error
0.0724
Root relative squared error
0.1697
SciMark benchmark
941.0866