DEVELOPMENT... OpenML
Run
62922

Run 62922

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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
0.7834
Per class
Build CPU time
0.007
Build memory
44090534.8491
F measure
0.3679
Per class
Kappa
0.2826
KB relative information score
71.7712
Mean absolute error
0.1865
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3101
Per class
Predictive accuracy
0.5088
Prior entropy
2.4897
Recall
0.5088
Per class
Relative absolute error
0.8465
Root mean prior squared error
0.3314
Root mean squared error
0.3034
Root relative squared error
0.9152
SciMark benchmark
943.8359