Run
16024

Run 16024

Task 58 (Supervised Classification) waveform-5000 Uploaded 04-06-2014 by Joaquin Vanschoren
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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
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3193.4428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7282
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.1714[560.48863959327881015.2555353338006480.2065271424506905.19339878208931769.7127006129608]