DEVELOPMENT... OpenML
Run
77421

Run 77421

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.8643
Per class
Build CPU time
6.1453
Build memory
3305938944.8
F measure
0.7627
Per class
Kappa
0.5216
KB relative information score
54.9153
Mean absolute error
0.4083
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
0.7644
Per class
Predictive accuracy
0.764
Prior entropy
0.9955
Recall
0.764
Per class
Relative absolute error
0.8219
Root mean prior squared error
0.4984
Root mean squared error
0.424
Root relative squared error
0.8507
SciMark benchmark
942.2973