DEVELOPMENT... OpenML
Run
64142

Run 64142

Task 1805 (Supervised Classification) soybean 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
0.9746
Per class
Build CPU time
0.034
Build memory
534520394.27
F measure
0.5214
Per class
Kappa
0.5357
KB relative information score
1608.8598
Mean absolute error
0.0739
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6004
Per class
Predictive accuracy
0.5845
Prior entropy
3.8572
Recall
0.5845
Per class
Relative absolute error
0.7693
Root mean prior squared error
0.2191
Root mean squared error
0.1866
Root relative squared error
0.8517
SciMark benchmark
1225.9989