DEVELOPMENT... OpenML
Run
80248

Run 80248

Task 3781 (Supervised Classification) fri_c4_250_50 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)_I20
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
0.848
Per class
Build CPU time
0.0433
Build memory
741824504
F measure
0.7799
Per class
Kappa
0.5569
KB relative information score
65.8479
Mean absolute error
0.386
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
0.7799
Per class
Predictive accuracy
0.78
Prior entropy
0.9955
Recall
0.78
Per class
Relative absolute error
0.7769
Root mean prior squared error
0.4984
Root mean squared error
0.4151
Root relative squared error
0.8329
SciMark benchmark
943.4766