DEVELOPMENT... OpenML
Run
79757

Run 79757

Task 3672 (Supervised Classification) kin8nm 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
0.927
Per class
Build CPU time
2.374
Build memory
1055253518.3223
F measure
0.8432
Per class
Kappa
0.6864
KB relative information score
4240.7882
Mean absolute error
0.2583
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8433
Per class
Predictive accuracy
0.8433
Prior entropy
0.9998
Recall
0.8433
Per class
Relative absolute error
0.5168
Root mean prior squared error
0.4999
Root mean squared error
0.3362
Root relative squared error
0.6724
SciMark benchmark
941.5201