DEVELOPMENT... OpenML
Run
79917

Run 79917

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 01-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8875
Per class
Build CPU time
0.0235
Build memory
969112933.6673
F measure
0.9837
Per class
Kappa
0.7484
KB relative information score
211.2487
Mean absolute error
0.0188
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9835
Per class
Predictive accuracy
0.9839
Prior entropy
0.222
Recall
0.9839
Per class
Relative absolute error
0.2803
Root mean prior squared error
0.1812
Root mean squared error
0.1097
Root relative squared error
0.6056
SciMark benchmark
947.4258