DEVELOPMENT... OpenML
Run
64472

Run 64472

Task 3706 (Supervised Classification) stock 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)_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
0.9639
Per class
Build CPU time
0.0399
Build memory
128496228.8
F measure
0.8252
Per class
Kappa
0.6619
KB relative information score
545.5231
Mean absolute error
0.2251
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8737
Per class
Predictive accuracy
0.8295
Prior entropy
0.9995
Recall
0.8295
Per class
Relative absolute error
0.4505
Root mean prior squared error
0.4998
Root mean squared error
0.3191
Root relative squared error
0.6385
SciMark benchmark
909.6624