DEVELOPMENT... OpenML
Run
80645

Run 80645

Task 3800 (Supervised Classification) fri_c3_500_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
0.8134
Per class
Build CPU time
0.0512
Build memory
872130633.6
F measure
0.735
Per class
Kappa
0.465
KB relative information score
135.0888
Mean absolute error
0.3728
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7385
Per class
Predictive accuracy
0.734
Prior entropy
0.9882
Recall
0.734
Per class
Relative absolute error
0.758
Root mean prior squared error
0.4959
Root mean squared error
0.419
Root relative squared error
0.8449
SciMark benchmark
941.5201