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Run
81218

Run 81218

Task 3550 (Supervised Classification) analcatdata_asbestos 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)_I20
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
0.8205
Per class
Build CPU time
0.0041
Build memory
1026146137.3494
F measure
0.7595
Per class
Kappa
0.5149
KB relative information score
29.7347
Mean absolute error
0.3338
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7609
Per class
Predictive accuracy
0.759
Prior entropy
0.9919
Recall
0.759
Per class
Relative absolute error
0.6753
Root mean prior squared error
0.4971
Root mean squared error
0.4137
Root relative squared error
0.8324
SciMark benchmark
947.4258