Run
539394

Run 539394

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 22-03-2016 by Martijn Post
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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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57140.5001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
98528
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8464
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.2066
UserCPU time millis
7987.2512
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
951.6061
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7035.6451
Cross-validation details (10-fold Crossvalidation)