DEVELOPMENT... OpenML
Run
80041

Run 80041

Task 2065 (Supervised Classification) primary-tumor 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
0.7793
Per class
Build CPU time
0.0571
Build memory
202268573.003
F measure
0.4377
Per class
Kappa
0.3878
KB relative information score
112.9826
Mean absolute error
0.0626
Mean prior absolute error
0.0812
Number of instances
339
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4346
Per class
Predictive accuracy
0.4572
Prior entropy
3.7542
Recall
0.4572
Per class
Relative absolute error
0.7712
Root mean prior squared error
0.2011
Root mean squared error
0.1877
Root relative squared error
0.9334
SciMark benchmark
919.2952