Run
23837

Run 23837

Task 2072 (Supervised Classification) covertype Uploaded 28-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_IBk(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_IBk(1)_I10
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80662.1448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.1877[554.7839512220553990.4677419388732473.2224763010988886.52011659853681710.9440737619698]