DEVELOPMENT... OpenML
Run
79885

Run 79885

Task 3798 (Supervised Classification) fri_c1_250_10 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)_I40
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
0.9575
Per class
Build CPU time
0.0443
Build memory
787766192
F measure
0.908
Per class
Kappa
0.8135
KB relative information score
147.0562
Mean absolute error
0.2241
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
0.9081
Per class
Predictive accuracy
0.908
Prior entropy
0.9898
Recall
0.908
Per class
Relative absolute error
0.4547
Root mean prior squared error
0.4964
Root mean squared error
0.2945
Root relative squared error
0.5933
SciMark benchmark
919.2952