DEVELOPMENT... OpenML
Run
76404

Run 76404

Task 3608 (Supervised Classification) fri_c4_500_100 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)_I20
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
0.8774
Per class
Build CPU time
4.9469
Build memory
578246263.2
F measure
0.8003
Per class
Kappa
0.5918
KB relative information score
108.4477
Mean absolute error
0.4059
Mean prior absolute error
0.4913
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
0.8087
Per class
Predictive accuracy
0.804
Prior entropy
0.9875
Recall
0.804
Per class
Relative absolute error
0.8261
Root mean prior squared error
0.4956
Root mean squared error
0.4209
Root relative squared error
0.8492
SciMark benchmark
930.267