DEVELOPMENT... OpenML
Run
62515

Run 62515

Task 271 (Supervised Classification) soybean 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
0.9808
Per class
Build CPU time
0.055
Build memory
102940768
F measure
0.5179
Per class
Kappa
0.5272
KB relative information score
101.0596
Mean absolute error
0.0742
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6325
Per class
Predictive accuracy
0.5778
Prior entropy
3.8572
Recall
0.5778
Per class
Relative absolute error
0.7741
Root mean prior squared error
0.2185
Root mean squared error
0.1877
Root relative squared error
0.8592
SciMark benchmark
909.6624