DEVELOPMENT... OpenML
Run
79825

Run 79825

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8477
Per class
Build CPU time
0.0091
Build memory
1292051081.8925
F measure
0.808
Per class
Kappa
0.6003
KB relative information score
43.9807
Mean absolute error
0.256
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8126
Per class
Predictive accuracy
0.8065
Prior entropy
0.9645
Recall
0.8065
Per class
Relative absolute error
0.5389
Root mean prior squared error
0.4871
Root mean squared error
0.3825
Root relative squared error
0.7853
SciMark benchmark
941.5201