DEVELOPMENT... OpenML
Run
77346

Run 77346

Task 3707 (Supervised Classification) analcatdata_runshoes 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)_I40
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
0.7894
Per class
Build CPU time
0.4436
Build memory
671442357.6
F measure
0.784
Per class
Kappa
0.5517
KB relative information score
18.1516
Mean absolute error
0.3507
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7851
Per class
Predictive accuracy
0.7833
Prior entropy
0.9728
Recall
0.7833
Per class
Relative absolute error
0.7296
Root mean prior squared error
0.4899
Root mean squared error
0.4208
Root relative squared error
0.859
SciMark benchmark
908.9815