DEVELOPMENT... OpenML
Run
62774

Run 62774

Task 3689 (Supervised Classification) fri_c1_500_10 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)_I40
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
0.8433
Per class
Build CPU time
0.009
Build memory
1428629788.8
F measure
0.7286
Per class
Kappa
0.4547
KB relative information score
136.5138
Mean absolute error
0.3779
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7311
Per class
Predictive accuracy
0.728
Prior entropy
0.9934
Recall
0.728
Per class
Relative absolute error
0.7628
Root mean prior squared error
0.4977
Root mean squared error
0.4283
Root relative squared error
0.8605
SciMark benchmark
821.7292

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