DEVELOPMENT... OpenML
Run
23351

Run 23351

Task 2072 (Supervised Classification) covertype Uploaded 24-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I40
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.5943
Per class
F measure
0.3136
Per class
Kappa
0.0234
KB relative information score
17915.9544
Mean absolute error
0.1733
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2464
Per class
Predictive accuracy
0.4691
Prior entropy
1.8698
Recall
0.4691
Per class
Relative absolute error
0.9355
Root mean prior squared error
0.3044
Root mean squared error
0.2943
Root relative squared error
0.9669
SciMark benchmark
914.9035[536.3593843019218975.9205194753308468.4737826265757884.42645472616971709.3375422359702]