DEVELOPMENT... OpenML
Run
64661

Run 64661

Task 3549 (Supervised Classification) analcatdata_authorship 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
0.9807
Per class
Build CPU time
0.051
Build memory
86032485.9453
F measure
0.8547
Per class
Kappa
0.8245
KB relative information score
504.0344
Mean absolute error
0.1863
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8351
Per class
Predictive accuracy
0.8811
Prior entropy
1.7898
Recall
0.8811
Per class
Relative absolute error
0.5418
Root mean prior squared error
0.4146
Root mean squared error
0.2698
Root relative squared error
0.6507
SciMark benchmark
1212.2248