Run
373692

Run 373692

Task 3513 (Supervised Classification) ipums_la_99-small Uploaded 30-03-2015 by Joaquin Vanschoren
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Flow

weka.HoeffdingTree(3)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(3)_L2
weka.HoeffdingTree(3)_S1
weka.HoeffdingTree(3)_E1.0E-7
weka.HoeffdingTree(3)_H0.05
weka.HoeffdingTree(3)_M0.01
weka.HoeffdingTree(3)_G200.0
weka.HoeffdingTree(3)_N0.0

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.

22 Evaluation measures

Area under ROC curve
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2425.4085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1558
Cross-validation details (10-fold Crossvalidation)
Number of instances
8844
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7594
Cross-validation details (10-fold Crossvalidation)
Recall
0.6758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2791
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1339.2472
UserCPU time millis
1170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
870
Cross-validation details (10-fold Crossvalidation)