DEVELOPMENT... OpenML
Run
82756

Run 82756

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_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
0.9334
Per class
Build CPU time
3.1241
Build memory
905652945.6
F measure
0.8751
Per class
Kappa
0.7449
KB relative information score
282.2205
Mean absolute error
0.2326
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8771
Per class
Predictive accuracy
0.876
Prior entropy
0.9875
Recall
0.876
Per class
Relative absolute error
0.4733
Root mean prior squared error
0.4956
Root mean squared error
0.3162
Root relative squared error
0.6379
SciMark benchmark
939.8999