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Run
22487

Run 22487

Task 29 (Supervised Classification) credit-approval Uploaded 22-06-2014 by Felicia West
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I10
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.889
Per class
F measure
0.8216
Per class
Kappa
0.6385
KB relative information score
423.0518
Mean absolute error
0.1927
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8215
Per class
Predictive accuracy
0.8217
Prior entropy
0.9913
Recall
0.8217
Per class
Relative absolute error
0.39
Root mean prior squared error
0.497
Root mean squared error
0.371
Root relative squared error
0.7465
SciMark benchmark
945.8596[559.05150768537421015.2555353338006483.6674820550281912.43998791392861758.8835103978397]