Run
501281

Run 501281

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 11-12-2015 by Casey Davis
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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
0.6254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.4656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3269
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_91, amd64, Linux, 3.13.0-32-generic]
Precision
0.309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9772
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
473.1656
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)