DEVELOPMENT... OpenML
Run
77393

Run 77393

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.9687
Per class
Build CPU time
1.4624
Build memory
2906225552.8
F measure
0.8917
Per class
Kappa
0.7798
KB relative information score
167.8163
Mean absolute error
0.1762
Mean prior absolute error
0.4929
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
0.8921
Per class
Predictive accuracy
0.892
Prior entropy
0.9898
Recall
0.892
Per class
Relative absolute error
0.3575
Root mean prior squared error
0.4964
Root mean squared error
0.2699
Root relative squared error
0.5437
SciMark benchmark
942.2973