DEVELOPMENT... OpenML
Run
64608

Run 64608

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 18-11-2014 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)_I160
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
0.8339
Per class
Build CPU time
0.0248
Build memory
200070490.4
F measure
0.7403
Per class
Kappa
0.4739
KB relative information score
75.7135
Mean absolute error
0.3609
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
0.7322
Root mean prior squared error
0.4964
Root mean squared error
0.4258
Root relative squared error
0.8578
SciMark benchmark
1212.2248