DEVELOPMENT... OpenML
Run
77471

Run 77471

Task 3808 (Supervised Classification) kidney Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.866
Per class
Build CPU time
0.393
Build memory
799639872.3158
F measure
0.7761
Per class
Kappa
0.5508
KB relative information score
30.0835
Mean absolute error
0.3172
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7762
Per class
Predictive accuracy
0.7763
Prior entropy
0.9981
Recall
0.7763
Per class
Relative absolute error
0.6362
Root mean prior squared error
0.4993
Root mean squared error
0.3848
Root relative squared error
0.7706
SciMark benchmark
921.2344