DEVELOPMENT... OpenML
Run
80607

Run 80607

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)_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
0.8263
Per class
Build CPU time
0.0219
Build memory
597458246.4
F measure
0.7363
Per class
Kappa
0.474
KB relative information score
69.4407
Mean absolute error
0.3764
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
0.7426
Per class
Predictive accuracy
0.736
Prior entropy
0.9955
Recall
0.736
Per class
Relative absolute error
0.7576
Root mean prior squared error
0.4984
Root mean squared error
0.4163
Root relative squared error
0.8353
SciMark benchmark
941.5201