DEVELOPMENT... OpenML
Run
63403

Run 63403

Task 3888 (Supervised Classification) grub-damage 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)_I80
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
0.7882
Per class
Build CPU time
0.0133
Build memory
84734787.5097
F measure
0.7369
Per class
Kappa
0.3709
KB relative information score
34.4816
Mean absolute error
0.3442
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7436
Per class
Predictive accuracy
0.7548
Prior entropy
0.9027
Recall
0.7548
Per class
Relative absolute error
0.7945
Root mean prior squared error
0.465
Root mean squared error
0.4126
Root relative squared error
0.8873
SciMark benchmark
1024.2267