DEVELOPMENT... OpenML
Run
192070

Run 192070

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

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
0.8548
Per class
F measure
0.8542
Per class
Kappa
0.7095
KB relative information score
69908
Mean absolute error
0.1452
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8606
Per class
Predictive accuracy
0.8548
Prior entropy
1
Recall
0.8548
Per class
Relative absolute error
0.2905
Root mean prior squared error
0.5
Root mean squared error
0.3811
Root relative squared error
0.7622
SciMark benchmark
916.9356
UserCPU time millis
169790
UserCPU time millis testing
440
UserCPU time millis training
169350