DEVELOPMENT... OpenML
Run
80639

Run 80639

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9424
Per class
Build CPU time
0.0115
Build memory
849686336.8
F measure
0.8962
Per class
Kappa
0.7902
KB relative information score
143.4374
Mean absolute error
0.2284
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
0.8975
Per class
Predictive accuracy
0.896
Prior entropy
0.9898
Recall
0.896
Per class
Relative absolute error
0.4634
Root mean prior squared error
0.4964
Root mean squared error
0.3114
Root relative squared error
0.6274
SciMark benchmark
947.4258