DEVELOPMENT... OpenML
Run
75211

Run 75211

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.4582
Per class
Build CPU time
0.5897
Build memory
579121653.3802
F measure
0.6918
Per class
Kappa
-0.08
KB relative information score
-213.731
Mean absolute error
0.3297
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6534
Per class
Predictive accuracy
0.7403
Prior entropy
0.7123
Recall
0.7403
Per class
Relative absolute error
1.0506
Root mean prior squared error
0.3958
Root mean squared error
0.4438
Root relative squared error
1.1213
SciMark benchmark
926.9727