DEVELOPMENT... OpenML
Run
20772

Run 20772

Task 36 (Supervised Classification) segment Uploaded 18-06-2014 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)_I160
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
0.9948
Per class
F measure
0.9735
Per class
Kappa
0.9692
KB relative information score
2232.0288
Mean absolute error
0.0114
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9736
Per class
Predictive accuracy
0.9736
Prior entropy
2.8074
Recall
0.9736
Per class
Relative absolute error
0.0466
Root mean prior squared error
0.3499
Root mean squared error
0.0819
Root relative squared error
0.234
SciMark benchmark
946.7493[563.93167687387211012.3220633477529483.0147548568529912.75766683510371761.7204843045454]

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