DEVELOPMENT... OpenML
Run
63674

Run 63674

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 17-11-2014 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)_I80
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
0.8329
Per class
Build CPU time
0.012
Build memory
818479228.8
F measure
0.7403
Per class
Kappa
0.4739
KB relative information score
75.466
Mean absolute error
0.3614
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7409
Per class
Predictive accuracy
0.74
Prior entropy
0.9898
Recall
0.74
Per class
Relative absolute error
0.7333
Root mean prior squared error
0.4964
Root mean squared error
0.4255
Root relative squared error
0.8572
SciMark benchmark
928.9619

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