Run
16629

Run 16629

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K3
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78638.1601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0573
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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6323
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.8895[562.4768140293269999.1988342122346477.4307645158636905.5060508708661744.8348669817344]