DEVELOPMENT... OpenML
Run
75592

Run 75592

Task 3799 (Supervised Classification) fri_c3_500_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)_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
0.9661
Per class
Build CPU time
1.2197
Build memory
1685796180
F measure
0.9018
Per class
Kappa
0.8018
KB relative information score
301.5989
Mean absolute error
0.2175
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9022
Per class
Predictive accuracy
0.902
Prior entropy
0.9945
Recall
0.902
Per class
Relative absolute error
0.4384
Root mean prior squared error
0.4981
Root mean squared error
0.287
Root relative squared error
0.5763
SciMark benchmark
902.1764