Run
13742

Run 13742

Task 18 (Supervised Classification) mfeat-morphological Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.HoeffdingTree(1)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(1)_E1.0E-7
weka.HoeffdingTree(1)_G200.0
weka.HoeffdingTree(1)_H0.05
weka.HoeffdingTree(1)_L2
weka.HoeffdingTree(1)_M0.01
weka.HoeffdingTree(1)_N0.0
weka.HoeffdingTree(1)_S1

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
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1382.7697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.6502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7511
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.0881[566.31191013187331014.1868590421574434.36155783873335908.95975824819551756.6205822745662]