DEVELOPMENT... OpenML
Run
16172

Run 16172

Task 38 (Supervised Classification) ecoli Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_SMO_PolyKernel(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SMO_PolyKernel(1)_I80
weka.Bagging_SMO_PolyKernel(1)_P100
weka.Bagging_SMO_PolyKernel(1)_S1
weka.Bagging_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO
weka.Bagging_SMO_PolyKernel(1)_num-slots1
weka.SMO_PolyKernel(5)_C1.0
weka.SMO_PolyKernel(5)_L0.001
weka.SMO_PolyKernel(5)_N0
weka.SMO_PolyKernel(5)_P1.0E-12
weka.SMO_PolyKernel(5)_V-1
weka.SMO_PolyKernel(5)_W1

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
0.9635
Per class
F measure
0.8456
Per class
Kappa
0.8005
KB relative information score
42.9932
Mean absolute error
0.1897
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8517
Per class
Predictive accuracy
0.8571
Prior entropy
2.2353
Recall
0.8571
Per class
Relative absolute error
1.038
Root mean prior squared error
0.3016
Root mean squared error
0.2945
Root relative squared error
0.9764
SciMark benchmark
943.3953[555.1370662748691009.9344946043965482.7975877024999915.30723635829941753.799996626104]