DEVELOPMENT... OpenML
Run
77362

Run 77362

Task 3706 (Supervised Classification) stock 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
0.997
Per class
Build CPU time
5.5863
Build memory
415325237.6
F measure
0.9705
Per class
Kappa
0.941
KB relative information score
840.3595
Mean absolute error
0.0642
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9706
Per class
Predictive accuracy
0.9705
Prior entropy
0.9995
Recall
0.9705
Per class
Relative absolute error
0.1284
Root mean prior squared error
0.4998
Root mean squared error
0.1547
Root relative squared error
0.3096
SciMark benchmark
924.6812