DEVELOPMENT... OpenML
Run
77972

Run 77972

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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)_I80
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
0.6674
Per class
Build CPU time
5.0507
Build memory
1399764339.0877
F measure
0.3085
Per class
Kappa
0.0739
KB relative information score
44.2178
Mean absolute error
0.2062
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2886
Per class
Predictive accuracy
0.3965
Prior entropy
2.4897
Recall
0.3965
Per class
Relative absolute error
0.9359
Root mean prior squared error
0.3314
Root mean squared error
0.326
Root relative squared error
0.9835
SciMark benchmark
910.0613