Run
199307

Run 199307

Task 4611 (Supervised Classification) cm1_req Uploaded 27-02-2015 by Joaquin Vanschoren
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weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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

0.5537
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.100.10.20.30.40.50.60.70.80.91
0.709
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.100.10.20.30.40.50.60.70.80.91
0.1215
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-1012345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667-0.5-0.4-0.3-0.2-0.100.10.20.30.40.50.60.70.8
106.7777
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-100-12.5-7.5-5-2.52.557.5
0.2708
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.100.10.20.30.40.50.60.70.8
0.3518
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.0500.050.10.150.20.250.30.350.4
890
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.6964
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.05-0.02500.0250.050.0750.10.1250.150.1750.20.2250.250.2750.30.3250.350.3750.40.4250.450.4750.50.5250.550.5750.60.6250.650.6750.70.7250.750.7750.80.8250.850.8750.90.9250.950.…0.975
0.7292
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.05-0.02500.0250.050.0750.10.1250.150.1750.20.2250.250.2750.30.3250.350.3750.40.4250.450.4750.50.5250.550.5750.60.6250.650.6750.70.7250.750.7750.80.8250.850.8750.90.9250.95
0.7794
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.05-0.02500.0250.050.0750.10.1250.150.1750.20.2250.250.2750.30.3250.350.3750.40.4250.450.4750.50.5250.550.5750.60.6250.650.6750.70.7250.750.7750.80.825
0.7292
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.05-0.02500.0250.050.0750.10.1250.150.1750.20.2250.250.2750.30.3250.350.3750.40.4250.450.4750.50.5250.550.5750.60.6250.650.6750.70.7250.750.7750.80.8250.850.8750.90.9250.95
0.7698
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.1-0.0500.050.10.150.20.250.30.350.40.450.50.550.60.650.70.750.80.850.90.9511.051.11.151.21.251.31.351.41.451.51.551.61.651.71.751.81.851.91.952
0.4174
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.03-0.02-0.0100.010.020.030.040.050.060.070.080.090.10.110.120.130.140.150.160.170.180.190.20.210.220.230.240.250.260.270.280.290.30.310.320.330.340.350.360.370.380.390.40.410.420.430.440.450.…0.46
0.5204
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.05-0.02500.0250.050.0750.10.1250.150.1750.20.2250.250.2750.30.3250.350.3750.40.4250.450.4750.50.5250.550.5750.60.6250.650.6750.70.7250.750.7750.80.8250.850.8…0.875
1.2466
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100-0.1-0.0500.050.10.150.20.250.30.350.40.450.50.550.60.650.70.750.80.850.90.9511.051.11.151.21.251.31.351.41.451.51.551.61.651.71.751.81.851.91.9522.052.1
869.6028
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051-0.5-0.2500.250.50.7511.251.51.7522.252.52.7533.253.53.7544.254.54.7555.255.55.7566.256.56.7577.257.57.7588.258.58.7599.259.59.751010.2510.5
Cross-validation details (10 times 10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore-10123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051-0.5-0.2500.250.50.7511.251.51.7522.252.52.7533.253.53.7544.254.54.7555.255.55.7566.256.56.7577.257.57.7588.258.58.7599.259.59.751010.2510.5
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