DEVELOPMENT... OpenML
Run
76681

Run 76681

Task 3557 (Supervised Classification) schizo 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
0.8546
Per class
Build CPU time
5.3085
Build memory
500358512
F measure
0.7676
Per class
Kappa
0.5368
KB relative information score
83.8671
Mean absolute error
0.3953
Mean prior absolute error
0.4992
Number of instances
340
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7788
Per class
Predictive accuracy
0.7706
Prior entropy
0.9988
Recall
0.7706
Per class
Relative absolute error
0.792
Root mean prior squared error
0.4996
Root mean squared error
0.4191
Root relative squared error
0.8389
SciMark benchmark
921.8458

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