DEVELOPMENT... OpenML
Run
61689

Run 61689

Task 3495 (Supervised Classification) SPECT Uploaded 16-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I20
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.7745
Per class
Build CPU time
0.0023
Build memory
1343139786.7566
F measure
0.7028
Per class
KB relative information score
12.6425
Mean absolute error
0.2817
Mean prior absolute error
0.3284
Number of instances
267
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6304
Per class
Predictive accuracy
0.794
Prior entropy
0.738
Recall
0.794
Per class
Relative absolute error
0.8576
Root mean prior squared error
0.4044
Root mean squared error
0.3713
Root relative squared error
0.9182
SciMark benchmark
1212.2248