DEVELOPMENT... OpenML
Run
21214

Run 21214

Task 2071 (Supervised Classification) adult Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_REPTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_REPTree(1)_C3
weka.MultiBoostAB_REPTree(1)_I10
weka.MultiBoostAB_REPTree(1)_P100
weka.MultiBoostAB_REPTree(1)_S1
weka.MultiBoostAB_REPTree(1)_Wweka.classifiers.trees.REPTree
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
0.8905
Per class
F measure
0.8414
Per class
Kappa
0.5538
KB relative information score
25149.7637
Mean absolute error
0.1571
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8396
Per class
Predictive accuracy
0.8457
Prior entropy
0.7939
Recall
0.8457
Per class
Relative absolute error
0.4316
Root mean prior squared error
0.4266
Root mean squared error
0.3753
Root relative squared error
0.8797
SciMark benchmark
910.4462[567.2327196592638933.6021738915075446.83390701005186894.68939941059351709.8726748745657]