DEVELOPMENT... OpenML
Run
80062

Run 80062

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 01-12-2014 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
0.7877
Per class
Build CPU time
0.1111
Build memory
2641252572
F measure
0.7037
Per class
Kappa
0.3962
KB relative information score
101.5446
Mean absolute error
0.4051
Mean prior absolute error
0.4913
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
0.7034
Per class
Predictive accuracy
0.704
Prior entropy
0.9875
Recall
0.704
Per class
Relative absolute error
0.8245
Root mean prior squared error
0.4956
Root mean squared error
0.435
Root relative squared error
0.8776
SciMark benchmark
941.5201