DEVELOPMENT... OpenML
Run
19391

Run 19391

Task 18 (Supervised Classification) mfeat-morphological Uploaded 13-06-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I10
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9342
Per class
F measure
0.6674
Per class
Kappa
0.6461
KB relative information score
772.5833
Mean absolute error
0.1498
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.68
Per class
Predictive accuracy
0.6815
Prior entropy
3.3219
Recall
0.6815
Per class
Relative absolute error
0.8323
Root mean prior squared error
0.3
Root mean squared error
0.2661
Root relative squared error
0.8868
SciMark benchmark
943.3483[565.21079865463951014.1868590421574483.0147548568529900.52902369517021753.799996626104]