DEVELOPMENT... OpenML
Run
20763

Run 20763

Task 2072 (Supervised Classification) covertype Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I30
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9459
Per class
F measure
0.8639
Per class
Kappa
0.793
KB relative information score
74298.634
Mean absolute error
0.0745
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
0.8692
Per class
Predictive accuracy
0.8694
Prior entropy
1.8698
Recall
0.8694
Per class
Relative absolute error
0.4023
Root mean prior squared error
0.3044
Root mean squared error
0.1775
Root relative squared error
0.5832
SciMark benchmark
912.5168[533.0809069200237961.0747621016069456.5228847239576862.5995295771621749.3060121829703]