Run
549370

Run 549370

Task 3953 (Supervised Classification) adult-census Uploaded 08-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.HoeffdingTree(4)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(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_N0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13543.8266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3656
Cross-validation details (10-fold Crossvalidation)
Number of instances
32561
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7964
Cross-validation details (10-fold Crossvalidation)
Recall
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1027.7179
UserCPU time millis
610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
420
Cross-validation details (10-fold Crossvalidation)