DEVELOPMENT... OpenML
Run
78293

Run 78293

Task 3658 (Supervised Classification) fri_c3_250_10 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)_I160
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
0.9661
Per class
Build CPU time
7.9473
Build memory
2759049721.6
F measure
0.9119
Per class
Kappa
0.8226
KB relative information score
145.0061
Mean absolute error
0.2333
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.912
Per class
Predictive accuracy
0.912
Prior entropy
0.9955
Recall
0.912
Per class
Relative absolute error
0.4695
Root mean prior squared error
0.4984
Root mean squared error
0.2901
Root relative squared error
0.5822
SciMark benchmark
937.6276